Artificial Intelligence #time series forecasting#vision-language models
TimeVista: Researchers Use Vision-Language Models as Judges for Time Series Forecasting Evaluation
Researchers propose using vision-language models (VLMs) as judges for time series forecasting, addressing limitations of traditional point-wise metrics. They introduce TimeVista, a benchmark of 5,563 samples, and show VLMs achieve significantly higher consistency with human preferences than conventional metrics, also assessing Time Series Foundation Models.
Jun 16, 2026 1 source